Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 501 |
| Missing cells | 758 |
| Missing cells (%) | 7.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 78.4 KiB |
| Average record size in memory | 160.3 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 19 |
52_Week_High is highly overall correlated with 52_Week_Low and 9 other fields | High correlation |
52_Week_Low is highly overall correlated with 52_Week_High and 6 other fields | High correlation |
ADX is highly overall correlated with MACD | High correlation |
Adj Close is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
Aroon_Down is highly overall correlated with Aroon_Up and 3 other fields | High correlation |
Aroon_Up is highly overall correlated with Aroon_Down and 3 other fields | High correlation |
BB_lower is highly overall correlated with 52_Week_High and 9 other fields | High correlation |
BB_upper is highly overall correlated with Adj Close and 7 other fields | High correlation |
Close is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
EMA5 is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
High is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
Low is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
MACD is highly overall correlated with ADX and 3 other fields | High correlation |
MACD_signal is highly overall correlated with Aroon_Down and 2 other fields | High correlation |
OBV is highly overall correlated with 52_Week_High and 8 other fields | High correlation |
Open is highly overall correlated with 52_Week_High and 10 other fields | High correlation |
RSI15 is highly overall correlated with Aroon_Down and 3 other fields | High correlation |
SMA15 is highly overall correlated with 52_Week_High and 9 other fields | High correlation |
SMA15 has 14 (2.8%) missing values | Missing |
RSI15 has 15 (3.0%) missing values | Missing |
BB_upper has 55 (11.0%) missing values | Missing |
BB_lower has 55 (11.0%) missing values | Missing |
MACD has 25 (5.0%) missing values | Missing |
MACD_signal has 33 (6.6%) missing values | Missing |
52_Week_High has 251 (50.1%) missing values | Missing |
52_Week_Low has 251 (50.1%) missing values | Missing |
ADX has 27 (5.4%) missing values | Missing |
Aroon_Up has 14 (2.8%) missing values | Missing |
Aroon_Down has 14 (2.8%) missing values | Missing |
Date has unique values | Unique |
Volume has unique values | Unique |
Aroon_Up has 105 (21.0%) zeros | Zeros |
Aroon_Down has 59 (11.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-18 17:26:25.334353 |
|---|---|
| Analysis finished | 2024-10-18 17:26:47.717780 |
| Duration | 22.38 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Date
Date
Unique
| Distinct | 501 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| Minimum | 2022-10-17 00:00:00 |
|---|---|
| Maximum | 2024-10-14 00:00:00 |
Histogram with fixed size bins (bins=50)
Open
Real number (ℝ)
High correlation
| Distinct | 481 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.70834 |
| Minimum | 126.01 |
|---|---|
| Maximum | 236.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 126.01 |
|---|---|
| 5-th percentile | 138.5 |
| Q1 | 165 |
| median | 179.17999 |
| Q3 | 192.89999 |
| 95-th percentile | 227.00999 |
| Maximum | 236.48 |
| Range | 110.46999 |
| Interquartile range (IQR) | 27.899994 |
Descriptive statistics
| Standard deviation | 25.717789 |
|---|---|
| Coefficient of variation (CV) | 0.14310849 |
| Kurtosis | -0.4628707 |
| Mean | 179.70834 |
| Median Absolute Deviation (MAD) | 13.98999 |
| Skewness | 0.17784128 |
| Sum | 90033.88 |
| Variance | 661.40469 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 181.2700043 | 3 | 0.6% |
| 229.3000031 | 2 | 0.4% |
| 173.0500031 | 2 | 0.4% |
| 196.8999939 | 2 | 0.4% |
| 184.8999939 | 2 | 0.4% |
| 180.0700073 | 2 | 0.4% |
| 171.0899963 | 2 | 0.4% |
| 176.4799957 | 2 | 0.4% |
| 191.5700073 | 2 | 0.4% |
| 189.8399963 | 2 | 0.4% |
| Other values (471) | 480 |
| Value | Count | Frequency (%) |
| 126.0100021 | 1 | |
| 126.8899994 | 1 | |
| 127.1299973 | 1 | |
| 127.9899979 | 1 | |
| 128.4100037 | 1 | |
| 129.6699982 | 1 | |
| 130.2599945 | 1 | |
| 130.2799988 | 1 | |
| 130.4700012 | 1 | |
| 130.9199982 | 1 |
| Value | Count | Frequency (%) |
| 236.4799957 | 1 | |
| 235 | 1 | |
| 231.3899994 | 1 | |
| 230.2799988 | 1 | |
| 230.1900024 | 1 | |
| 230.1000061 | 1 | |
| 230.0399933 | 1 | |
| 229.9700012 | 1 | |
| 229.5200043 | 1 | |
| 229.4499969 | 1 |
High
Real number (ℝ)
High correlation
| Distinct | 489 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.46309 |
| Minimum | 127.77 |
|---|---|
| Maximum | 237.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 127.77 |
|---|---|
| 5-th percentile | 141.42999 |
| Q1 | 166.31 |
| median | 180.27 |
| Q3 | 194.33 |
| 95-th percentile | 228.34 |
| Maximum | 237.23 |
| Range | 109.46 |
| Interquartile range (IQR) | 28.020004 |
Descriptive statistics
| Standard deviation | 25.752775 |
|---|---|
| Coefficient of variation (CV) | 0.14191742 |
| Kurtosis | -0.46389466 |
| Mean | 181.46309 |
| Median Absolute Deviation (MAD) | 14.050003 |
| Skewness | 0.20170235 |
| Sum | 90913.01 |
| Variance | 663.2054 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 184.8999939 | 2 | 0.4% |
| 180.1199951 | 2 | 0.4% |
| 194.3999939 | 2 | 0.4% |
| 174.0299988 | 2 | 0.4% |
| 174.3000031 | 2 | 0.4% |
| 182.7599945 | 2 | 0.4% |
| 196.6300049 | 2 | 0.4% |
| 187.0500031 | 2 | 0.4% |
| 187.1000061 | 2 | 0.4% |
| 147.2299957 | 2 | 0.4% |
| Other values (479) | 481 |
| Value | Count | Frequency (%) |
| 127.7699966 | 1 | |
| 128.6600037 | 1 | |
| 129.9499969 | 1 | |
| 130.2899933 | 1 | |
| 130.4799957 | 1 | |
| 130.8999939 | 1 | |
| 131.0299988 | 1 | |
| 131.2599945 | 1 | |
| 131.4100037 | 1 | |
| 132.4199982 | 1 |
| Value | Count | Frequency (%) |
| 237.2299957 | 1 | |
| 236.2700043 | 1 | |
| 233.0899963 | 1 | |
| 233.0800018 | 1 | |
| 233 | 1 | |
| 232.9199982 | 1 | |
| 232.6399994 | 1 | |
| 232.3899994 | 1 | |
| 231.7299957 | 1 | |
| 231.4600067 | 1 |
Low
Real number (ℝ)
High correlation
| Distinct | 493 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.1123 |
| Minimum | 124.17 |
|---|---|
| Maximum | 233.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 124.17 |
|---|---|
| 5-th percentile | 135.67 |
| Q1 | 164.03 |
| median | 177.35001 |
| Q3 | 191.72 |
| 95-th percentile | 224.13 |
| Maximum | 233.09 |
| Range | 108.92 |
| Interquartile range (IQR) | 27.690002 |
Descriptive statistics
| Standard deviation | 25.578688 |
|---|---|
| Coefficient of variation (CV) | 0.14360989 |
| Kurtosis | -0.46567171 |
| Mean | 178.1123 |
| Median Absolute Deviation (MAD) | 13.87999 |
| Skewness | 0.13054052 |
| Sum | 89234.26 |
| Variance | 654.26926 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 177.6000061 | 2 | 0.4% |
| 142.6499939 | 2 | 0.4% |
| 182.4400024 | 2 | 0.4% |
| 129.8899994 | 2 | 0.4% |
| 223.25 | 2 | 0.4% |
| 194.1399994 | 2 | 0.4% |
| 172.0500031 | 2 | 0.4% |
| 170.7599945 | 2 | 0.4% |
| 181.3500061 | 1 | 0.2% |
| 188 | 1 | 0.2% |
| Other values (483) | 483 |
| Value | Count | Frequency (%) |
| 124.1699982 | 1 | |
| 124.7600021 | 1 | |
| 124.8899994 | 1 | |
| 125.0800018 | 1 | |
| 125.8700027 | 1 | |
| 127.4300003 | 1 | |
| 127.7300034 | 1 | |
| 128.1199951 | 1 | |
| 128.7200012 | 1 | |
| 129.6399994 | 1 |
| Value | Count | Frequency (%) |
| 233.0899963 | 1 | |
| 232.3300018 | 1 | |
| 229.6499939 | 1 | |
| 229.25 | 1 | |
| 228.8800049 | 1 | |
| 228.6799927 | 1 | |
| 228.6000061 | 1 | |
| 227.6199951 | 1 | |
| 227.4799957 | 1 | |
| 227.3399963 | 1 |
Close
Real number (ℝ)
High correlation
| Distinct | 487 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.88828 |
| Minimum | 125.02 |
|---|---|
| Maximum | 234.82001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 125.02 |
|---|---|
| 5-th percentile | 138.38 |
| Q1 | 165.23 |
| median | 179.07001 |
| Q3 | 192.58 |
| 95-th percentile | 226.50999 |
| Maximum | 234.82001 |
| Range | 109.80001 |
| Interquartile range (IQR) | 27.350006 |
Descriptive statistics
| Standard deviation | 25.689062 |
|---|---|
| Coefficient of variation (CV) | 0.14280564 |
| Kurtosis | -0.45899556 |
| Mean | 179.88828 |
| Median Absolute Deviation (MAD) | 13.740005 |
| Skewness | 0.16657579 |
| Sum | 90124.03 |
| Variance | 659.92791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 173 | 2 | 0.4% |
| 169.3000031 | 2 | 0.4% |
| 175.8399963 | 2 | 0.4% |
| 222.7700043 | 2 | 0.4% |
| 177.9700012 | 2 | 0.4% |
| 179.8000031 | 2 | 0.4% |
| 178.8500061 | 2 | 0.4% |
| 172.6900024 | 2 | 0.4% |
| 172.0700073 | 2 | 0.4% |
| 176.0800018 | 2 | 0.4% |
| Other values (477) | 481 |
| Value | Count | Frequency (%) |
| 125.0199966 | 1 | |
| 125.0699997 | 1 | |
| 126.0400009 | 1 | |
| 126.3600006 | 1 | |
| 129.6100006 | 1 | |
| 129.6199951 | 1 | |
| 129.9299927 | 1 | |
| 130.0299988 | 1 | |
| 130.1499939 | 1 | |
| 130.7299957 | 1 |
| Value | Count | Frequency (%) |
| 234.8200073 | 1 | |
| 234.3999939 | 1 | |
| 233 | 1 | |
| 232.9799957 | 1 | |
| 231.3000031 | 1 | |
| 230.5399933 | 1 | |
| 229.7899933 | 1 | |
| 229.5399933 | 1 | |
| 229.0399933 | 1 | |
| 229 | 1 |
Adj Close
Real number (ℝ)
High correlation
| Distinct | 496 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.07844 |
| Minimum | 123.85509 |
|---|---|
| Maximum | 234.54852 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 123.85509 |
|---|---|
| 5-th percentile | 137.09062 |
| Q1 | 164.0396 |
| median | 178.15836 |
| Q3 | 191.88765 |
| 95-th percentile | 226.50999 |
| Maximum | 234.54852 |
| Range | 110.69344 |
| Interquartile range (IQR) | 27.848053 |
Descriptive statistics
| Standard deviation | 26.051532 |
|---|---|
| Coefficient of variation (CV) | 0.14547554 |
| Kurtosis | -0.46040562 |
| Mean | 179.07844 |
| Median Absolute Deviation (MAD) | 13.86937 |
| Skewness | 0.17343399 |
| Sum | 89718.299 |
| Variance | 678.68233 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 162.4818268 | 2 | 0.4% |
| 222.7700043 | 2 | 0.4% |
| 168.8752136 | 2 | 0.4% |
| 174.9447784 | 2 | 0.4% |
| 170.9631195 | 2 | 0.4% |
| 180.7054596 | 1 | 0.2% |
| 182.0620575 | 1 | 0.2% |
| 183.9073792 | 1 | 0.2% |
| 182.1717682 | 1 | 0.2% |
| 186.6804199 | 1 | 0.2% |
| Other values (486) | 486 |
| Value | Count | Frequency (%) |
| 123.8550873 | 1 | |
| 123.9046326 | 1 | |
| 124.8655853 | 1 | |
| 125.1826096 | 1 | |
| 128.4023285 | 1 | |
| 128.4122314 | 1 | |
| 128.7193604 | 1 | |
| 128.8184204 | 1 | |
| 128.9372864 | 1 | |
| 129.5118866 | 1 |
| Value | Count | Frequency (%) |
| 234.5485229 | 1 | |
| 234.1289978 | 1 | |
| 233 | 1 | |
| 232.7106323 | 1 | |
| 231.3000031 | 1 | |
| 230.2734528 | 1 | |
| 229.7899933 | 1 | |
| 229.5399933 | 1 | |
| 229.0399933 | 1 | |
| 229 | 1 |
Volume
Real number (ℝ)
Unique
| Distinct | 501 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62237234 |
| Minimum | 24048300 |
|---|---|
| Maximum | 3.186799 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 24048300 |
|---|---|
| 5-th percentile | 37266700 |
| Q1 | 47471400 |
| median | 55859400 |
| Q3 | 69668800 |
| 95-th percentile | 1.02518 × 108 |
| Maximum | 3.186799 × 108 |
| Range | 2.946316 × 108 |
| Interquartile range (IQR) | 22197400 |
Descriptive statistics
| Standard deviation | 26252178 |
|---|---|
| Coefficient of variation (CV) | 0.42180823 |
| Kurtosis | 25.157686 |
| Mean | 62237234 |
| Median Absolute Deviation (MAD) | 10361600 |
| Skewness | 3.7423958 |
| Sum | 3.1180854 × 1010 |
| Variance | 6.8917683 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 85250900 | 1 | 0.2% |
| 45155200 | 1 | 0.2% |
| 136682600 | 1 | 0.2% |
| 48953900 | 1 | 0.2% |
| 54318900 | 1 | 0.2% |
| 40867400 | 1 | 0.2% |
| 45119700 | 1 | 0.2% |
| 52292200 | 1 | 0.2% |
| 41529700 | 1 | 0.2% |
| 53665600 | 1 | 0.2% |
| Other values (491) | 491 |
| Value | Count | Frequency (%) |
| 24048300 | 1 | |
| 28183500 | 1 | |
| 28919300 | 1 | |
| 30299000 | 1 | |
| 30602200 | 1 | |
| 31458200 | 1 | |
| 31759200 | 1 | |
| 31855700 | 1 | |
| 32880600 | 1 | |
| 33591100 | 1 |
| Value | Count | Frequency (%) |
| 318679900 | 1 | |
| 246421400 | 1 | |
| 198134300 | 1 | |
| 172373300 | 1 | |
| 164762400 | 1 | |
| 163224100 | 1 | |
| 160156900 | 1 | |
| 154357300 | 1 | |
| 140814800 | 1 | |
| 136682600 | 1 |
SMA15
Real number (ℝ)
High correlation Missing
| Distinct | 486 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 14 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.68041 |
| Minimum | 129.78466 |
|---|---|
| Maximum | 227.49333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 129.78466 |
|---|---|
| 5-th percentile | 139.1196 |
| Q1 | 166.30833 |
| median | 179.00267 |
| Q3 | 191.28533 |
| 95-th percentile | 224.8836 |
| Maximum | 227.49333 |
| Range | 97.708669 |
| Interquartile range (IQR) | 24.977 |
Descriptive statistics
| Standard deviation | 24.725595 |
|---|---|
| Coefficient of variation (CV) | 0.13760874 |
| Kurtosis | -0.42644996 |
| Mean | 179.68041 |
| Median Absolute Deviation (MAD) | 12.449335 |
| Skewness | 0.13638199 |
| Sum | 87504.36 |
| Variance | 611.35506 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 169.8519999 | 2 | 0.4% |
| 188.2246653 | 1 | 0.2% |
| 181.1313334 | 1 | 0.2% |
| 182.2666667 | 1 | 0.2% |
| 183.1833333 | 1 | 0.2% |
| 183.7606669 | 1 | 0.2% |
| 184.3380005 | 1 | 0.2% |
| 184.8633341 | 1 | 0.2% |
| 185.2 | 1 | 0.2% |
| 185.5126668 | 1 | 0.2% |
| Other values (476) | 476 | |
| (Missing) | 14 | 2.8% |
| Value | Count | Frequency (%) |
| 129.7846644 | 1 | |
| 129.8593318 | 1 | |
| 129.8873316 | 1 | |
| 129.9333318 | 1 | |
| 130.0366643 | 1 | |
| 130.1346654 | 1 | |
| 130.3579992 | 1 | |
| 130.4599981 | 1 | |
| 130.7073329 | 1 | |
| 131.3659988 | 1 |
| Value | Count | Frequency (%) |
| 227.4933329 | 1 | |
| 227.4206665 | 1 | |
| 227.3053324 | 1 | |
| 227.2146657 | 1 | |
| 227.2033325 | 1 | |
| 227.1713328 | 1 | |
| 227.0346659 | 1 | |
| 226.8700002 | 1 | |
| 226.6133331 | 1 | |
| 226.476 | 1 |
EMA5
Real number (ℝ)
High correlation
| Distinct | 497 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.83538 |
| Minimum | 126.80043 |
|---|---|
| Maximum | 231.94169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 126.80043 |
|---|---|
| 5-th percentile | 139.15757 |
| Q1 | 165.61572 |
| median | 178.84373 |
| Q3 | 192.20858 |
| 95-th percentile | 226.12229 |
| Maximum | 231.94169 |
| Range | 105.14126 |
| Interquartile range (IQR) | 26.592856 |
Descriptive statistics
| Standard deviation | 25.32719 |
|---|---|
| Coefficient of variation (CV) | 0.14083541 |
| Kurtosis | -0.46340315 |
| Mean | 179.83538 |
| Median Absolute Deviation (MAD) | 13.364846 |
| Skewness | 0.15872736 |
| Sum | 89378.183 |
| Variance | 641.46655 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 188.5897737 | 1 | 0.2% |
| 181.6952611 | 1 | 0.2% |
| 182.1678917 | 1 | 0.2% |
| 182.5418384 | 1 | 0.2% |
| 182.4977552 | 1 | 0.2% |
| 183.166631 | 1 | 0.2% |
| 183.4899443 | 1 | 0.2% |
| 183.0499189 | 1 | 0.2% |
| 183.4148747 | 1 | 0.2% |
| 184.3423132 | 1 | 0.2% |
| Other values (487) | 487 | |
| (Missing) | 4 | 0.8% |
| Value | Count | Frequency (%) |
| 126.8004297 | 1 | |
| 127.6906462 | 1 | |
| 127.7402848 | 1 | |
| 128.355969 | 1 | |
| 128.5435212 | 1 | |
| 129.272346 | 1 | |
| 129.9989536 | 1 | |
| 130.0334341 | 1 | |
| 130.2451509 | 1 | |
| 130.6782325 | 1 |
| Value | Count | Frequency (%) |
| 231.941693 | 1 | |
| 230.9211303 | 1 | |
| 230.5025358 | 1 | |
| 228.9762066 | 1 | |
| 228.7873276 | 1 | |
| 228.6740844 | 1 | |
| 228.5538068 | 1 | |
| 228.1389397 | 1 | |
| 228.05414 | 1 | |
| 227.7084095 | 1 |
RSI15
Real number (ℝ)
High correlation Missing
| Distinct | 486 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.375941 |
| Minimum | 23.155501 |
|---|---|
| Maximum | 78.825323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 23.155501 |
|---|---|
| 5-th percentile | 34.160743 |
| Q1 | 44.434008 |
| median | 55.812821 |
| Q3 | 63.968306 |
| 95-th percentile | 71.016379 |
| Maximum | 78.825323 |
| Range | 55.669822 |
| Interquartile range (IQR) | 19.534298 |
Descriptive statistics
| Standard deviation | 11.998514 |
|---|---|
| Coefficient of variation (CV) | 0.22065851 |
| Kurtosis | -0.84587132 |
| Mean | 54.375941 |
| Median Absolute Deviation (MAD) | 9.4771502 |
| Skewness | -0.2908939 |
| Sum | 26426.707 |
| Variance | 143.96435 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59.5350287 | 1 | 0.2% |
| 23.26786997 | 1 | 0.2% |
| 24.18057922 | 1 | 0.2% |
| 29.57230934 | 1 | 0.2% |
| 36.53429775 | 1 | 0.2% |
| 38.55954062 | 1 | 0.2% |
| 39.82611183 | 1 | 0.2% |
| 42.16039404 | 1 | 0.2% |
| 38.04279594 | 1 | 0.2% |
| 40.53453163 | 1 | 0.2% |
| Other values (476) | 476 | |
| (Missing) | 15 | 3.0% |
| Value | Count | Frequency (%) |
| 23.15550091 | 1 | |
| 23.26786997 | 1 | |
| 24.18057922 | 1 | |
| 28.39547045 | 1 | |
| 28.49009051 | 1 | |
| 29.57230934 | 1 | |
| 29.8260351 | 1 | |
| 30.20797604 | 1 | |
| 30.47559708 | 1 | |
| 30.92979074 | 1 |
| Value | Count | Frequency (%) |
| 78.8253234 | 1 | |
| 78.19821939 | 1 | |
| 78.17180387 | 1 | |
| 77.84977517 | 1 | |
| 77.00159026 | 1 | |
| 75.67236768 | 1 | |
| 75.35189859 | 1 | |
| 75.14103526 | 1 | |
| 74.65318481 | 1 | |
| 74.23724117 | 1 |
BB_upper
Real number (ℝ)
High correlation Missing
| Distinct | 446 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 55 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 163.24002 |
| Minimum | 122.88592 |
|---|---|
| Maximum | 212.29142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 122.88592 |
|---|---|
| 5-th percentile | 123.73375 |
| Q1 | 155.92873 |
| median | 165.29638 |
| Q3 | 172.72196 |
| 95-th percentile | 209.26472 |
| Maximum | 212.29142 |
| Range | 89.405501 |
| Interquartile range (IQR) | 16.793226 |
Descriptive statistics
| Standard deviation | 21.669824 |
|---|---|
| Coefficient of variation (CV) | 0.13274823 |
| Kurtosis | 0.26342497 |
| Mean | 163.24002 |
| Median Absolute Deviation (MAD) | 8.0886096 |
| Skewness | 0.054256655 |
| Sum | 72805.05 |
| Variance | 469.58129 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 173.4749743 | 1 | 0.2% |
| 168.3453491 | 1 | 0.2% |
| 168.8334098 | 1 | 0.2% |
| 169.3191251 | 1 | 0.2% |
| 169.366259 | 1 | 0.2% |
| 169.5785477 | 1 | 0.2% |
| 169.9714128 | 1 | 0.2% |
| 170.4660207 | 1 | 0.2% |
| 170.9391839 | 1 | 0.2% |
| 171.6134467 | 1 | 0.2% |
| Other values (436) | 436 | |
| (Missing) | 55 | 11.0% |
| Value | Count | Frequency (%) |
| 122.8859171 | 1 | |
| 122.95045 | 1 | |
| 123.0080998 | 1 | |
| 123.0459483 | 1 | |
| 123.0977908 | 1 | |
| 123.0993478 | 1 | |
| 123.101654 | 1 | |
| 123.1079893 | 1 | |
| 123.1149083 | 1 | |
| 123.1154559 | 1 |
| Value | Count | Frequency (%) |
| 212.2914179 | 1 | |
| 212.1657245 | 1 | |
| 212.150372 | 1 | |
| 212.1141529 | 1 | |
| 212.113259 | 1 | |
| 212.1114786 | 1 | |
| 212.0587633 | 1 | |
| 212.0157187 | 1 | |
| 211.8229866 | 1 | |
| 211.6683534 | 1 |
BB_lower
Real number (ℝ)
High correlation Missing
| Distinct | 446 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 55 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.21405 |
| Minimum | 154.54947 |
|---|---|
| Maximum | 239.75063 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 154.54947 |
|---|---|
| 5-th percentile | 157.71758 |
| Q1 | 184.18415 |
| median | 196.79921 |
| Q3 | 200.56798 |
| 95-th percentile | 238.03922 |
| Maximum | 239.75063 |
| Range | 85.201154 |
| Interquartile range (IQR) | 16.38383 |
Descriptive statistics
| Standard deviation | 22.993248 |
|---|---|
| Coefficient of variation (CV) | 0.1177848 |
| Kurtosis | -0.36280482 |
| Mean | 195.21405 |
| Median Absolute Deviation (MAD) | 10.283484 |
| Skewness | 0.27553222 |
| Sum | 87065.467 |
| Variance | 528.68947 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 199.6157392 | 1 | 0.2% |
| 196.6782208 | 1 | 0.2% |
| 196.667303 | 1 | 0.2% |
| 196.9373021 | 1 | 0.2% |
| 197.4226683 | 1 | 0.2% |
| 197.8200222 | 1 | 0.2% |
| 198.1175143 | 1 | 0.2% |
| 198.3721926 | 1 | 0.2% |
| 198.6733147 | 1 | 0.2% |
| 198.8454804 | 1 | 0.2% |
| Other values (436) | 436 | |
| (Missing) | 55 | 11.0% |
| Value | Count | Frequency (%) |
| 154.5494731 | 1 | |
| 154.6670764 | 1 | |
| 154.6894589 | 1 | |
| 154.9190315 | 1 | |
| 155.0183212 | 1 | |
| 155.0809732 | 1 | |
| 155.1537713 | 1 | |
| 155.3604256 | 1 | |
| 155.5929189 | 1 | |
| 155.7205963 | 1 |
| Value | Count | Frequency (%) |
| 239.7506273 | 1 | |
| 239.7233551 | 1 | |
| 239.6717839 | 1 | |
| 239.5378257 | 1 | |
| 239.4809472 | 1 | |
| 239.471225 | 1 | |
| 239.3987192 | 1 | |
| 239.2934798 | 1 | |
| 239.2486093 | 1 | |
| 239.2023306 | 1 |
MACD
Real number (ℝ)
High correlation Missing
| Distinct | 476 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 25 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1718227 |
| Minimum | -4.8689513 |
|---|---|
| Maximum | 8.9480596 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 175 |
| Negative (%) | 34.9% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -4.8689513 |
|---|---|
| 5-th percentile | -3.4153748 |
| Q1 | -1.2281441 |
| median | 1.3780468 |
| Q3 | 3.1245835 |
| 95-th percentile | 6.2372765 |
| Maximum | 8.9480596 |
| Range | 13.817011 |
| Interquartile range (IQR) | 4.3527276 |
Descriptive statistics
| Standard deviation | 2.9010908 |
|---|---|
| Coefficient of variation (CV) | 2.475708 |
| Kurtosis | -0.3772477 |
| Mean | 1.1718227 |
| Median Absolute Deviation (MAD) | 2.119134 |
| Skewness | 0.14752866 |
| Sum | 557.78759 |
| Variance | 8.4163277 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.66980569 | 1 | 0.2% |
| -4.328219524 | 1 | 0.2% |
| -4.418886469 | 1 | 0.2% |
| -4.264662585 | 1 | 0.2% |
| -3.829640352 | 1 | 0.2% |
| -3.230907619 | 1 | 0.2% |
| -2.521530092 | 1 | 0.2% |
| -2.086485274 | 1 | 0.2% |
| -1.965151673 | 1 | 0.2% |
| -1.892683298 | 1 | 0.2% |
| Other values (466) | 466 | |
| (Missing) | 25 | 5.0% |
| Value | Count | Frequency (%) |
| -4.868951272 | 1 | |
| -4.749554958 | 1 | |
| -4.664514176 | 1 | |
| -4.540057324 | 1 | |
| -4.418886469 | 1 | |
| -4.395459492 | 1 | |
| -4.356778188 | 1 | |
| -4.348315937 | 1 | |
| -4.328219524 | 1 | |
| -4.264662585 | 1 |
| Value | Count | Frequency (%) |
| 8.948059554 | 1 | |
| 8.831361379 | 1 | |
| 8.702802914 | 1 | |
| 8.59672091 | 1 | |
| 8.565209379 | 1 | |
| 8.46367121 | 1 | |
| 8.201000891 | 1 | |
| 8.156441566 | 1 | |
| 7.957186813 | 1 | |
| 7.879050243 | 1 |
MACD_signal
Real number (ℝ)
High correlation Missing
| Distinct | 468 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0023191943 |
| Minimum | -2.4848313 |
|---|---|
| Maximum | 1.8862933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 237 |
| Negative (%) | 47.3% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.4848313 |
|---|---|
| 5-th percentile | -1.5489028 |
| Q1 | -0.4553958 |
| median | -0.0094232027 |
| Q3 | 0.53079316 |
| 95-th percentile | 1.573717 |
| Maximum | 1.8862933 |
| Range | 4.3711246 |
| Interquartile range (IQR) | 0.98618896 |
Descriptive statistics
| Standard deviation | 0.8867459 |
|---|---|
| Coefficient of variation (CV) | 382.35084 |
| Kurtosis | 0.24872079 |
| Mean | 0.0023191943 |
| Median Absolute Deviation (MAD) | 0.49638608 |
| Skewness | -0.22032493 |
| Sum | 1.0853829 |
| Variance | 0.7863183 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.344515575 | 1 | 0.2% |
| -0.232911981 | 1 | 0.2% |
| -0.4911453775 | 1 | 0.2% |
| -0.6182260195 | 1 | 0.2% |
| -0.9314325761 | 1 | 0.2% |
| -1.254957664 | 1 | 0.2% |
| -1.414473197 | 1 | 0.2% |
| -1.333069263 | 1 | 0.2% |
| -1.067603846 | 1 | 0.2% |
| -0.6251272799 | 1 | 0.2% |
| Other values (458) | 458 | |
| (Missing) | 33 | 6.6% |
| Value | Count | Frequency (%) |
| -2.484831307 | 1 | |
| -2.453164007 | 1 | |
| -2.42467195 | 1 | |
| -2.423235652 | 1 | |
| -2.344639915 | 1 | |
| -2.28839924 | 1 | |
| -2.282558239 | 1 | |
| -2.276334983 | 1 | |
| -2.1648618 | 1 | |
| -2.137651576 | 1 |
| Value | Count | Frequency (%) |
| 1.886293268 | 1 | |
| 1.866741577 | 1 | |
| 1.854663747 | 1 | |
| 1.842071977 | 1 | |
| 1.827272307 | 1 | |
| 1.801710827 | 1 | |
| 1.801172385 | 1 | |
| 1.792670079 | 1 | |
| 1.776628825 | 1 | |
| 1.771865173 | 1 |
OBV
Real number (ℝ)
High correlation
| Distinct | 500 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4398366 × 108 |
| Minimum | -4.868175 × 108 |
|---|---|
| Maximum | 2.0454186 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26 |
| Negative (%) | 5.2% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -4.868175 × 108 |
|---|---|
| 5-th percentile | -26020600 |
| Q1 | 4.188866 × 108 |
| median | 8.452331 × 108 |
| Q3 | 1.1279714 × 109 |
| 95-th percentile | 1.8716728 × 109 |
| Maximum | 2.0454186 × 109 |
| Range | 2.5322361 × 109 |
| Interquartile range (IQR) | 7.090848 × 108 |
Descriptive statistics
| Standard deviation | 5.5791522 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.66104979 |
| Kurtosis | -0.37740897 |
| Mean | 8.4398366 × 108 |
| Median Absolute Deviation (MAD) | 3.748774 × 108 |
| Skewness | 0.13843531 |
| Sum | 4.2283581 × 1011 |
| Variance | 3.112694 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 666760900 | 2 | 0.4% |
| 85250900 | 1 | 0.2% |
| 935697900 | 1 | 0.2% |
| 532253600 | 1 | 0.2% |
| 668936200 | 1 | 0.2% |
| 717890100 | 1 | 0.2% |
| 663571200 | 1 | 0.2% |
| 704438600 | 1 | 0.2% |
| 749558300 | 1 | 0.2% |
| 697266100 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| -486817500 | 1 | |
| -446197100 | 1 | |
| -438046200 | 1 | |
| -411113800 | 1 | |
| -401379100 | 1 | |
| -357083500 | 1 | |
| -350291500 | 1 | |
| -334079600 | 1 | |
| -332371300 | 1 | |
| -279500700 | 1 |
| Value | Count | Frequency (%) |
| 2045418600 | 1 | |
| 2030502000 | 1 | |
| 2016647900 | 1 | |
| 2000283400 | 1 | |
| 1989894600 | 1 | |
| 1980713300 | 1 | |
| 1978637300 | 1 | |
| 1978595700 | 1 | |
| 1977511200 | 1 | |
| 1969347100 | 1 |
52_Week_High
Real number (ℝ)
High correlation Missing
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 251 |
| Missing (%) | 50.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.1826 |
| Minimum | 198.23 |
|---|---|
| Maximum | 237.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 198.23 |
|---|---|
| 5-th percentile | 198.23 |
| Q1 | 199.62 |
| median | 199.62 |
| Q3 | 237.23 |
| 95-th percentile | 237.23 |
| Maximum | 237.23 |
| Range | 39 |
| Interquartile range (IQR) | 37.610001 |
Descriptive statistics
| Standard deviation | 16.86661 |
|---|---|
| Coefficient of variation (CV) | 0.079867423 |
| Kurtosis | -1.2933055 |
| Mean | 211.1826 |
| Median Absolute Deviation (MAD) | 1.3899994 |
| Skewness | 0.78307331 |
| Sum | 52795.649 |
| Variance | 284.48252 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 199.6199951 | 122 | |
| 237.2299957 | 65 | 13.0% |
| 198.2299957 | 41 | 8.2% |
| 220.1999969 | 13 | 2.6% |
| 233.0800018 | 3 | 0.6% |
| 207.1600037 | 1 | 0.2% |
| 220.3800049 | 1 | 0.2% |
| 221.5500031 | 1 | 0.2% |
| 226.4499969 | 1 | 0.2% |
| 227.8500061 | 1 | 0.2% |
| (Missing) | 251 |
| Value | Count | Frequency (%) |
| 198.2299957 | 41 | 8.2% |
| 199.6199951 | 122 | |
| 207.1600037 | 1 | 0.2% |
| 220.1999969 | 13 | 2.6% |
| 220.3800049 | 1 | 0.2% |
| 221.5500031 | 1 | 0.2% |
| 226.4499969 | 1 | 0.2% |
| 227.8500061 | 1 | 0.2% |
| 229.3999939 | 1 | 0.2% |
| 233.0800018 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 237.2299957 | 65 | |
| 233.0800018 | 3 | 0.6% |
| 229.3999939 | 1 | 0.2% |
| 227.8500061 | 1 | 0.2% |
| 226.4499969 | 1 | 0.2% |
| 221.5500031 | 1 | 0.2% |
| 220.3800049 | 1 | 0.2% |
| 220.1999969 | 13 | 2.6% |
| 207.1600037 | 1 | 0.2% |
| 199.6199951 | 122 |
52_Week_Low
Real number (ℝ)
High correlation Missing
| Distinct | 25 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 251 |
| Missing (%) | 50.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.31684 |
| Minimum | 124.17 |
|---|---|
| Maximum | 164.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 124.17 |
|---|---|
| 5-th percentile | 124.17 |
| Q1 | 133.77 |
| median | 162.8 |
| Q3 | 164.08 |
| 95-th percentile | 164.08 |
| Maximum | 164.08 |
| Range | 39.910004 |
| Interquartile range (IQR) | 30.309998 |
Descriptive statistics
| Standard deviation | 16.61323 |
|---|---|
| Coefficient of variation (CV) | 0.11052142 |
| Kurtosis | -1.2882613 |
| Mean | 150.31684 |
| Median Absolute Deviation (MAD) | 1.2799988 |
| Skewness | -0.66549652 |
| Sum | 37579.21 |
| Variance | 275.99941 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 164.0800018 | 118 | |
| 124.1699982 | 54 | 10.8% |
| 143.8999939 | 20 | 4.0% |
| 162.8000031 | 9 | 1.8% |
| 159.7799988 | 9 | 1.8% |
| 155.9799957 | 6 | 1.2% |
| 141.3200073 | 5 | 1.0% |
| 147.6100006 | 5 | 1.0% |
| 133.7700043 | 3 | 0.6% |
| 154.1499939 | 2 | 0.4% |
| Other values (15) | 19 | 3.8% |
| (Missing) | 251 |
| Value | Count | Frequency (%) |
| 124.1699982 | 54 | |
| 124.7600021 | 2 | 0.4% |
| 124.8899994 | 1 | 0.2% |
| 128.1199951 | 2 | 0.4% |
| 130.4600067 | 1 | 0.2% |
| 131.4400024 | 1 | 0.2% |
| 131.6600037 | 1 | 0.2% |
| 133.7700043 | 3 | 0.6% |
| 134.2200012 | 1 | 0.2% |
| 137.8999939 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 164.0800018 | 118 | |
| 162.8000031 | 9 | 1.8% |
| 161.4199982 | 1 | 0.2% |
| 159.7799988 | 9 | 1.8% |
| 159.3500061 | 1 | 0.2% |
| 155.9799957 | 6 | 1.2% |
| 154.1499939 | 2 | 0.4% |
| 151.6399994 | 1 | 0.2% |
| 149.9199982 | 2 | 0.4% |
| 147.6999969 | 1 | 0.2% |
ADX
Real number (ℝ)
High correlation Missing
| Distinct | 474 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 27 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.054686 |
| Minimum | 9.5097196 |
|---|---|
| Maximum | 51.031803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 9.5097196 |
|---|---|
| 5-th percentile | 12.754647 |
| Q1 | 20.189593 |
| median | 27.427236 |
| Q3 | 34.092572 |
| 95-th percentile | 46.071649 |
| Maximum | 51.031803 |
| Range | 41.522084 |
| Interquartile range (IQR) | 13.902979 |
Descriptive statistics
| Standard deviation | 10.188721 |
|---|---|
| Coefficient of variation (CV) | 0.36317358 |
| Kurtosis | -0.67905844 |
| Mean | 28.054686 |
| Median Absolute Deviation (MAD) | 6.9238462 |
| Skewness | 0.22666264 |
| Sum | 13297.921 |
| Variance | 103.81003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26.15200688 | 1 | 0.2% |
| 33.84238816 | 1 | 0.2% |
| 33.92149849 | 1 | 0.2% |
| 33.68235847 | 1 | 0.2% |
| 31.86712325 | 1 | 0.2% |
| 29.94135544 | 1 | 0.2% |
| 28.00805456 | 1 | 0.2% |
| 26.65759169 | 1 | 0.2% |
| 26.05620858 | 1 | 0.2% |
| 26.0524617 | 1 | 0.2% |
| Other values (464) | 464 | |
| (Missing) | 27 | 5.4% |
| Value | Count | Frequency (%) |
| 9.509719618 | 1 | |
| 9.585252113 | 1 | |
| 9.661744416 | 1 | |
| 10.01606955 | 1 | |
| 10.04841679 | 1 | |
| 10.15655064 | 1 | |
| 10.16721998 | 1 | |
| 10.26899789 | 1 | |
| 10.27300247 | 1 | |
| 10.39841214 | 1 |
| Value | Count | Frequency (%) |
| 51.0318033 | 1 | |
| 51.02975629 | 1 | |
| 50.8826163 | 1 | |
| 50.58665849 | 1 | |
| 50.57254036 | 1 | |
| 50.49302592 | 1 | |
| 50.48530558 | 1 | |
| 50.43370618 | 1 | |
| 50.15506693 | 1 | |
| 49.38939539 | 1 |
Aroon_Up
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 14 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.610443 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 105 |
| Zeros (%) | 21.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.1428571 |
| median | 35.714286 |
| Q3 | 78.571429 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 71.428571 |
Descriptive statistics
| Standard deviation | 35.989773 |
|---|---|
| Coefficient of variation (CV) | 0.86492164 |
| Kurtosis | -1.3843636 |
| Mean | 41.610443 |
| Median Absolute Deviation (MAD) | 35.714286 |
| Skewness | 0.32514257 |
| Sum | 20264.286 |
| Variance | 1295.2637 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 105 | |
| 100 | 48 | |
| 7.142857143 | 43 | |
| 14.28571429 | 32 | 6.4% |
| 21.42857143 | 30 | 6.0% |
| 92.85714286 | 28 | 5.6% |
| 85.71428571 | 27 | 5.4% |
| 28.57142857 | 27 | 5.4% |
| 35.71428571 | 24 | 4.8% |
| 71.42857143 | 23 | 4.6% |
| Other values (5) | 100 |
| Value | Count | Frequency (%) |
| 0 | 105 | |
| 7.142857143 | 43 | |
| 14.28571429 | 32 | 6.4% |
| 21.42857143 | 30 | 6.0% |
| 28.57142857 | 27 | 5.4% |
| 35.71428571 | 24 | 4.8% |
| 42.85714286 | 21 | 4.2% |
| 50 | 19 | 3.8% |
| 57.14285714 | 19 | 3.8% |
| 64.28571429 | 20 | 4.0% |
| Value | Count | Frequency (%) |
| 100 | 48 | |
| 92.85714286 | 28 | |
| 85.71428571 | 27 | |
| 78.57142857 | 21 | |
| 71.42857143 | 23 | |
| 64.28571429 | 20 | |
| 57.14285714 | 19 | 3.8% |
| 50 | 19 | 3.8% |
| 42.85714286 | 21 | |
| 35.71428571 | 24 |
Aroon_Down
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 14 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.265474 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 59 |
| Zeros (%) | 11.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21.428571 |
| median | 57.142857 |
| Q3 | 92.857143 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 71.428571 |
Descriptive statistics
| Standard deviation | 36.826248 |
|---|---|
| Coefficient of variation (CV) | 0.6663518 |
| Kurtosis | -1.4825905 |
| Mean | 55.265474 |
| Median Absolute Deviation (MAD) | 35.714286 |
| Skewness | -0.18563463 |
| Sum | 26914.286 |
| Variance | 1356.1726 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 100 | 101 | |
| 0 | 59 | |
| 92.85714286 | 38 | 7.6% |
| 7.142857143 | 31 | 6.2% |
| 85.71428571 | 31 | 6.2% |
| 14.28571429 | 28 | 5.6% |
| 78.57142857 | 25 | 5.0% |
| 35.71428571 | 24 | 4.8% |
| 64.28571429 | 23 | 4.6% |
| 28.57142857 | 23 | 4.6% |
| Other values (5) | 104 |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 7.142857143 | 31 | |
| 14.28571429 | 28 | |
| 21.42857143 | 22 | 4.4% |
| 28.57142857 | 23 | 4.6% |
| 35.71428571 | 24 | |
| 42.85714286 | 19 | 3.8% |
| 50 | 21 | 4.2% |
| 57.14285714 | 20 | 4.0% |
| 64.28571429 | 23 | 4.6% |
| Value | Count | Frequency (%) |
| 100 | 101 | |
| 92.85714286 | 38 | 7.6% |
| 85.71428571 | 31 | 6.2% |
| 78.57142857 | 25 | 5.0% |
| 71.42857143 | 22 | 4.4% |
| 64.28571429 | 23 | 4.6% |
| 57.14285714 | 20 | 4.0% |
| 50 | 21 | 4.2% |
| 42.85714286 | 19 | 3.8% |
| 35.71428571 | 24 | 4.8% |
Interactions
Correlations
| 52_Week_High | 52_Week_Low | ADX | Adj Close | Aroon_Down | Aroon_Up | BB_lower | BB_upper | Close | EMA5 | High | Low | MACD | MACD_signal | OBV | Open | RSI15 | SMA15 | Volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52_Week_High | 1.000 | 0.816 | -0.082 | 0.732 | -0.082 | 0.035 | 0.866 | 0.407 | 0.728 | 0.738 | 0.734 | 0.730 | 0.209 | -0.162 | 0.639 | 0.733 | 0.038 | 0.762 | -0.172 |
| 52_Week_Low | 0.816 | 1.000 | -0.031 | 0.539 | 0.101 | -0.136 | 0.479 | 0.009 | 0.531 | 0.507 | 0.541 | 0.534 | 0.324 | 0.109 | 0.354 | 0.536 | 0.233 | 0.460 | -0.069 |
| ADX | -0.082 | -0.031 | 1.000 | 0.205 | 0.199 | -0.281 | -0.030 | -0.375 | 0.210 | 0.216 | 0.210 | 0.212 | 0.552 | -0.076 | 0.189 | 0.211 | 0.437 | 0.211 | -0.050 |
| Adj Close | 0.732 | 0.539 | 0.205 | 1.000 | 0.208 | -0.201 | 0.819 | 0.610 | 1.000 | 0.993 | 0.998 | 0.998 | 0.386 | 0.069 | 0.901 | 0.995 | 0.329 | 0.959 | -0.430 |
| Aroon_Down | -0.082 | 0.101 | 0.199 | 0.208 | 1.000 | -0.547 | -0.248 | -0.344 | 0.211 | 0.173 | 0.210 | 0.213 | 0.606 | 0.645 | 0.255 | 0.205 | 0.717 | 0.038 | -0.068 |
| Aroon_Up | 0.035 | -0.136 | -0.281 | -0.201 | -0.547 | 1.000 | 0.223 | 0.325 | -0.203 | -0.178 | -0.199 | -0.207 | -0.642 | -0.578 | -0.219 | -0.202 | -0.684 | -0.054 | 0.170 |
| BB_lower | 0.866 | 0.479 | -0.030 | 0.819 | -0.248 | 0.223 | 1.000 | 0.807 | 0.817 | 0.844 | 0.821 | 0.817 | -0.116 | -0.307 | 0.698 | 0.821 | -0.252 | 0.905 | -0.220 |
| BB_upper | 0.407 | 0.009 | -0.375 | 0.610 | -0.344 | 0.325 | 0.807 | 1.000 | 0.607 | 0.634 | 0.610 | 0.607 | -0.453 | -0.283 | 0.488 | 0.611 | -0.491 | 0.703 | -0.267 |
| Close | 0.728 | 0.531 | 0.210 | 1.000 | 0.211 | -0.203 | 0.817 | 0.607 | 1.000 | 0.993 | 0.998 | 0.998 | 0.390 | 0.068 | 0.903 | 0.995 | 0.334 | 0.959 | -0.431 |
| EMA5 | 0.738 | 0.507 | 0.216 | 0.993 | 0.173 | -0.178 | 0.844 | 0.634 | 0.993 | 1.000 | 0.994 | 0.994 | 0.371 | 0.009 | 0.897 | 0.994 | 0.273 | 0.978 | -0.424 |
| High | 0.734 | 0.541 | 0.210 | 0.998 | 0.210 | -0.199 | 0.821 | 0.610 | 0.998 | 0.994 | 1.000 | 0.998 | 0.389 | 0.063 | 0.897 | 0.998 | 0.322 | 0.961 | -0.414 |
| Low | 0.730 | 0.534 | 0.212 | 0.998 | 0.213 | -0.207 | 0.817 | 0.607 | 0.998 | 0.994 | 0.998 | 1.000 | 0.392 | 0.065 | 0.900 | 0.998 | 0.329 | 0.960 | -0.441 |
| MACD | 0.209 | 0.324 | 0.552 | 0.386 | 0.606 | -0.642 | -0.116 | -0.453 | 0.390 | 0.371 | 0.389 | 0.392 | 1.000 | 0.359 | 0.443 | 0.389 | 0.875 | 0.259 | -0.147 |
| MACD_signal | -0.162 | 0.109 | -0.076 | 0.069 | 0.645 | -0.578 | -0.307 | -0.283 | 0.068 | 0.009 | 0.063 | 0.065 | 0.359 | 1.000 | 0.039 | 0.058 | 0.609 | -0.161 | 0.010 |
| OBV | 0.639 | 0.354 | 0.189 | 0.901 | 0.255 | -0.219 | 0.698 | 0.488 | 0.903 | 0.897 | 0.897 | 0.900 | 0.443 | 0.039 | 1.000 | 0.895 | 0.380 | 0.865 | -0.432 |
| Open | 0.733 | 0.536 | 0.211 | 0.995 | 0.205 | -0.202 | 0.821 | 0.611 | 0.995 | 0.994 | 0.998 | 0.998 | 0.389 | 0.058 | 0.895 | 1.000 | 0.313 | 0.962 | -0.430 |
| RSI15 | 0.038 | 0.233 | 0.437 | 0.329 | 0.717 | -0.684 | -0.252 | -0.491 | 0.334 | 0.273 | 0.322 | 0.329 | 0.875 | 0.609 | 0.380 | 0.313 | 1.000 | 0.120 | -0.121 |
| SMA15 | 0.762 | 0.460 | 0.211 | 0.959 | 0.038 | -0.054 | 0.905 | 0.703 | 0.959 | 0.978 | 0.961 | 0.960 | 0.259 | -0.161 | 0.865 | 0.962 | 0.120 | 1.000 | -0.386 |
| Volume | -0.172 | -0.069 | -0.050 | -0.430 | -0.068 | 0.170 | -0.220 | -0.267 | -0.431 | -0.424 | -0.414 | -0.441 | -0.147 | 0.010 | -0.432 | -0.430 | -0.121 | -0.386 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Date | Open | High | Low | Close | Adj Close | Volume | SMA15 | EMA5 | RSI15 | BB_upper | BB_lower | MACD | MACD_signal | OBV | 52_Week_High | 52_Week_Low | ADX | Aroon_Up | Aroon_Down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-10-17 | 141.070007 | 142.899994 | 140.270004 | 142.410004 | 140.849396 | 85250900 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 85250900.0 | NaN | NaN | NaN | NaN | NaN |
| 1 | 2022-10-18 | 145.490005 | 146.699997 | 140.610001 | 143.750000 | 142.174728 | 99136600 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 184387500.0 | NaN | NaN | NaN | NaN | NaN |
| 2 | 2022-10-19 | 141.690002 | 144.949997 | 141.500000 | 143.860001 | 142.283508 | 61758300 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 246145800.0 | NaN | NaN | NaN | NaN | NaN |
| 3 | 2022-10-20 | 143.020004 | 145.889999 | 142.649994 | 143.389999 | 141.818680 | 64522000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 181623800.0 | NaN | NaN | NaN | NaN | NaN |
| 4 | 2022-10-21 | 142.869995 | 147.850006 | 142.649994 | 147.270004 | 145.656158 | 86548600 | NaN | 144.136002 | NaN | NaN | NaN | NaN | NaN | 268172400.0 | NaN | NaN | NaN | NaN | NaN |
| 5 | 2022-10-24 | 147.190002 | 150.229996 | 146.000000 | 149.449997 | 147.812241 | 75981900 | NaN | 145.907333 | NaN | NaN | NaN | NaN | NaN | 344154300.0 | NaN | NaN | NaN | NaN | NaN |
| 6 | 2022-10-25 | 150.089996 | 152.490005 | 149.360001 | 152.339996 | 150.670593 | 74732300 | NaN | 148.051554 | NaN | NaN | NaN | NaN | NaN | 418886600.0 | NaN | NaN | NaN | NaN | NaN |
| 7 | 2022-10-26 | 150.960007 | 151.990005 | 148.039993 | 149.350006 | 147.713364 | 88194300 | NaN | 148.484372 | NaN | NaN | NaN | NaN | NaN | 330692300.0 | NaN | NaN | NaN | NaN | NaN |
| 8 | 2022-10-27 | 148.070007 | 149.050003 | 144.130005 | 144.800003 | 143.213226 | 109180200 | NaN | 147.256249 | NaN | NaN | NaN | NaN | NaN | 221512100.0 | NaN | NaN | NaN | NaN | NaN |
| 9 | 2022-10-28 | 148.199997 | 157.500000 | 147.820007 | 155.740005 | 154.033325 | 164762400 | NaN | 150.084168 | NaN | NaN | NaN | NaN | NaN | 386274500.0 | NaN | NaN | NaN | NaN | NaN |
| Date | Open | High | Low | Close | Adj Close | Volume | SMA15 | EMA5 | RSI15 | BB_upper | BB_lower | MACD | MACD_signal | OBV | 52_Week_High | 52_Week_Low | ADX | Aroon_Up | Aroon_Down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 491 | 2024-10-01 | 229.520004 | 229.649994 | 223.740005 | 226.210007 | 226.210007 | 63285000 | 224.902000 | 228.054140 | 52.404266 | 211.585024 | 234.346406 | 1.695573 | 0.525962 | 1.735760e+09 | 237.229996 | 164.080002 | 13.732810 | 21.428571 | 50.000000 |
| 492 | 2024-10-02 | 225.889999 | 227.369995 | 223.020004 | 226.779999 | 226.779999 | 32880600 | 225.176666 | 227.629426 | 53.175201 | 211.822987 | 233.836300 | 1.589285 | 0.335739 | 1.768640e+09 | 237.229996 | 164.080002 | 12.803303 | 14.285714 | 42.857143 |
| 493 | 2024-10-03 | 225.139999 | 226.809998 | 223.320007 | 225.669998 | 225.669998 | 34044200 | 225.369999 | 226.976284 | 51.436833 | 212.114153 | 233.218348 | 1.399353 | 0.116646 | 1.734596e+09 | 237.229996 | 164.080002 | 11.940191 | 7.142857 | 35.714286 |
| 494 | 2024-10-04 | 227.899994 | 228.000000 | 224.130005 | 226.800003 | 226.800003 | 37245100 | 225.656666 | 226.917523 | 53.108861 | 212.150372 | 233.107843 | 1.324742 | 0.033627 | 1.771841e+09 | 237.229996 | 164.080002 | 11.404641 | 0.000000 | 28.571429 |
| 495 | 2024-10-07 | 224.500000 | 225.690002 | 221.330002 | 221.690002 | 221.690002 | 39505400 | 226.014666 | 225.175016 | 45.516014 | 212.111479 | 233.057808 | 0.843553 | -0.358049 | 1.732336e+09 | 237.229996 | 164.080002 | 10.920034 | 0.000000 | 21.428571 |
| 496 | 2024-10-08 | 224.300003 | 225.979996 | 223.250000 | 225.770004 | 225.770004 | 31855700 | 226.613333 | 225.373346 | 51.453447 | 212.113259 | 233.108171 | 0.782411 | -0.335353 | 1.764192e+09 | 237.229996 | 164.080002 | 10.398412 | 0.000000 | 14.285714 |
| 497 | 2024-10-09 | 225.229996 | 229.750000 | 224.830002 | 229.539993 | 229.539993 | 33591100 | 227.203333 | 226.762228 | 56.180989 | 212.058763 | 233.361952 | 1.026331 | -0.073147 | 1.797783e+09 | 237.229996 | 164.080002 | 10.273002 | 85.714286 | 7.142857 |
| 498 | 2024-10-10 | 227.779999 | 229.500000 | 227.169998 | 229.039993 | 229.039993 | 28183500 | 227.214666 | 227.521483 | 55.414173 | 212.015719 | 233.548925 | 1.165854 | 0.053101 | 1.769599e+09 | 237.229996 | 164.080002 | 10.156551 | 78.571429 | 0.000000 |
| 499 | 2024-10-11 | 229.300003 | 229.410004 | 227.339996 | 227.550003 | 227.550003 | 31759200 | 227.171333 | 227.530990 | 53.100118 | 212.165725 | 233.720705 | 1.143021 | 0.024215 | 1.737840e+09 | 237.229996 | 164.080002 | 10.048417 | 71.428571 | 35.714286 |
| 500 | 2024-10-14 | 228.699997 | 231.729996 | 228.600006 | 231.300003 | 231.300003 | 39882100 | 227.493333 | 228.787328 | 57.846842 | 212.291418 | 234.088226 | 1.411252 | 0.233956 | 1.777722e+09 | 237.229996 | 164.080002 | 10.491972 | 64.285714 | 28.571429 |